Evidence map›Paper›PMID 39688949›Full record

ArticlePrehospital emergency care2026

Incorporating Systems-Level Stakeholder Perspectives into the Design of Mobile Integrated Health Programs.

Laurel O'Connor, Stephanie Behar, Jade Refuerzo, Xhenifer Mele, Joel Rowe, Alexander Ulintz, Jamie M Faro, Apurv Soni, Peter K Lindenauer

Abstract read
In one paragraph

Article in Prehospital emergency care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Observational
  3. A Cost Analysis of Mobile Integrated Health for Acute Care.The western journal of emergency medicine · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Laurel O'ConnorDepartment of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts.ORCID 0000-0003-4681-992X
Stephanie BeharDepartment of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts.
Jade RefuerzoDepartment of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts.
Xhenifer MeleDepartment of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts.
Joel RoweDepartment of Emergency Medicine, University of Florida, Gainesville, Florida.
Alexander UlintzDepartment of Emergency Medicine, The Ohio State University College of Medicine, Columbus, Ohio.ORCID 0000-0002-8972-7614
Jamie M FaroDepartment of Population Health and Quantitative Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts.ORCID 0000-0002-6592-463X
Apurv SoniProgram in Digital Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts.ORCID 0000-0001-5049-3657
Peter K LindenauerDepartment of Healthcare Delivery and Population Sciences and Department of Medicine, University of Massachusetts Chan Medical School-Baystate, Springfield, Massachusetts.ORCID 0000-0002-8414-0507

Funding

University of Massachusetts Center for Clinical and Translational ScienceKL2TR001455 · NCATS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI KIEFE, CATARINA I. · 2015 to 2024
$5.0M
University of Massachusetts Center for Clinical and Translational ScienceTL1TR001454 · NCATS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI LEWIS, BRIAN C · 2015 to 2024
$3.6M
NCATS NIH HHS KL2 TR001455NCATS NIH HHS TL1 TR001454
6 · The paper itself

Abstract

objectivesDespite early evidence of effectiveness, cost-savings, and resource optimization, mobile integrated health (MIH) programs have not been widely implemented in the United States. System, community, and organizational-level barriers often hinder evidence-based public health interventions, such as MIH programs, from being broadly adopted into real-world clinical practice. The objective of this study is to identify solutions to the barriers impeding the implementation of MIH through interviews with multilevel stakeholders.

methodsUsing the CENTERing multi-level partner voices in Implementation Theory methodology, the study team recruited stakeholders to participate in semi-structured interviews that were recorded, transcribed, and open-coded. Stakeholders were asked to explore and propose solutions to established barriers to the implementation of MIH programs including poor understanding of the role of MIH, the absence of sustainable reimbursement for MIH programs, and its disruption of existing clinical workflows. The study team used the Consolidated Framework for Implementation Research to develop an interview guide and codebook. Coders employed a combination of deductive and inductive coding strategies to identify common themes related to pragmatic solutions for overcoming barriers to the adoption of MIH.

resultsInterviews with Department of Public Health officials, medical directors of MIH programs, non-physician MIH program leaders, community paramedics, health insurance officials, ambulatory physicians, hospital administrators, and hospital contract specialists (n = 18) elicited solutions to address barriers including (1) Developing a consistent identity for the MIH paradigm, (2) adopting an interdisciplinary approach to the development of efficient MIH workflows that utilize informatics to mimic existing clinical work, and (3) implementing capitated fee schedules that are cost-effective by targeting high-risk populations that are already a priority for payors.

conclusionsAn investigation of solutions to barriers that impede the translation of MIH models into sustainable practice elicited several unifying themes including the establishment of a cohesive identity for MIH to improve engagement and dissemination, the use of a strategic approach to program design that aligns with existing healthcare delivery workflows and collaboration with payors to promote a robust reimbursement structure. These findings may help accelerate the implementation of MIH programs into real clinical practice.

Indexed as

Delivery of Health Care, IntegratedStakeholder ParticipationTelemedicineHumansInterviews as TopicQualitative ResearchUnited States

Identifiers

PMID39688949
PMCPMC12255822

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.